Operations | Monitoring | ITSM | DevOps | Cloud

The Messy Truth About AI Data Management (And What to Do About It)

Data will always be unclean. It's just a matter of degree. I internalized that on day one of my master's program in data science, when a professor warned us that roughly 80% of our time would go to preprocessing and cleaning, not building models. Years later, as Principal Product Manager for AI, ML and Analytics at Ivanti, I've found the guidance holds up remarkably well in practice.

Monitor CAA Records with DNS Check

DNS Check now supports monitoring CAA records. A CAA record (Certification Authority Authorization record) tells public certificate authorities (CAs) which of them, if any, are allowed to issue TLS/SSL certificates for your domain. Public CAs have been required to honor these records since 2017, so CAA records act as an access control list for certificate issuance.

Beyond code execution: the strategic case for stateful AI sandboxes

While ephemeral sandboxes are effective for isolated code execution, enterprise AI agents require a more robust context to be reliable. Upsun provides production-like preview environments, complete with byte-level clones of apps and services, offering a higher standard of validation for agentic workflows.

Solving the Complexity of Data Center Operations with Cloud-Based DCIM Software

Managing a growing data center requires accurate, real-time infrastructure data. Outdated tools often miss critical changes, delay decisions, and make it harder to control energy usage, capacity, and risk. Hyperview is a cloud-based Data Center Infrastructure Management (DCIM) platform that helps teams monitor, manage, and optimize their data center infrastructure from one centralized system.

Everything You Need to Know About Cloud Data Migration

Cloud data migration is an important topic for enterprises and businesses as it helps companies switch to a more affordable, scalable, and secure data storage method compared to on-premises storage. To help understand this topic, we will cover everything you need to know about cloud data migration, including.

Running Your App in Production

Your app is deployed. Users are signing in. Traffic is flowing. Everything is live. Congratulations, give yourself a pat on the back. Okay that's enough. Now it’s time to get back to work because you’ve officially entered the phase where production starts revealing all the decisions you made three months ago, unsure how it would affect you today. Because deploying an app is one half of the job. And, production environments have a way of exposing: This is where operations begin.

Universal KMSPico Tool for Windows 11/10 and Office 2021

KMSPico is widely known as a practical activation utility for users who want to prepare Windows and Microsoft Office for everyday work quickly and without complicated manual steps. Its popularity comes from a simple idea: one compact tool can help complete the activation process for several Microsoft products, including Windows 11, Windows 10, and Office 2021. For many users, this makes KMSPico a convenient part of a fresh system setup, especially after reinstalling Windows or installing a new Office package.

Enhancing Mental Health with Artificial Intelligence

Artificial Intelligence is rapidly changing the way people understand, manage and improve mental health. From digital wellbeing apps to workplace analytics, AI is creating new opportunities to identify mental health concerns earlier, provide more personalised support and make guidance more accessible. While AI cannot replace human empathy, professional therapy or meaningful relationships, it can play a valuable supporting role in helping individuals and organisations take mental health more seriously.

Why the Operational Complexity of E-Commerce Reaches a Critical Point in 2025

Modern webshops no longer run on a single system. Behind the digital storefront lies an architecture made up of dozens of components: from product information management to caching layers, from search engines to payment providers. For operations teams, this means the classic LAMP stack from 2010 is now a distant memory.